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Real-world actions occur often in crowded, dynamic environments. This poses a difficult challenge for current approaches to video event detection because crowd scenes are always extremely cluttered. In this paper, we design a video content analysis method for fighting event recognition in crowd scene. Our method begins with four MPEG-7 descriptors: crowd kinetic energy, motion directions histogram,...
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